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Three-Class Mammogram Classification Based on Descriptive CNN Features

In this paper, a novel classification technique for large data set of mammograms using a deep learning method is proposed. The proposed model targets a three-class classification study (normal, malignant, and benign cases). In our model we have presented two methods, namely, convolutional neural net...

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Detalles Bibliográficos
Autores principales: Jadoon, M. Mohsin, Zhang, Qianni, Haq, Ihsan Ul, Butt, Sharjeel, Jadoon, Adeel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5274695/
https://www.ncbi.nlm.nih.gov/pubmed/28191461
http://dx.doi.org/10.1155/2017/3640901